{"id":1261,"date":"2021-12-30T06:00:00","date_gmt":"2021-12-29T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1261"},"modified":"2021-12-30T06:00:00","modified_gmt":"2021-12-29T21:00:00","slug":"%e5%8c%bb%e8%96%ac%e5%93%81%e5%ae%89%e5%85%a8%e6%80%a7%ef%bc%88%e5%89%af%e4%bd%9c%e7%94%a8%e4%ba%88%e6%b8%ac%ef%bc%89%e3%81%ae%e3%81%9f%e3%82%81%e3%81%aexai","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1261","title":{"rendered":"\u533b\u85ac\u54c1\u5b89\u5168\u6027\uff08\u526f\u4f5c\u7528\u4e88\u6e2c\uff09\u306e\u305f\u3081\u306eXAI"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?\u00a0<\/strong>[21.3]<br>\u6211\u3005\u306f\u3001\u500b\u4eba\u306e\u5065\u5eb7\u60c5\u5831\u3092\u5165\u529b\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u500b\u4eba\u304c\u6025\u6027\u51a0\u75c7\u5019\u7fa4\u3092\u767a\u75c7\u3059\u308b\u78ba\u7387\u3092\u4e88\u6e2c\u3059\u308b\u3002 XAI\u3092\u7528\u3044\u3066\u3001\u7279\u5b9a\u306e\u85ac\u7269\u304c\u3053\u308c\u3089\u306eACS\u4e88\u6e2c\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u5b9a\u91cf\u5316\u3057\u305f\u3002 \u30ed\u30d5\u30a7\u30b3\u30ad\u30b7\u30d6\u3068\u30bb\u30ed\u30b3\u30ad\u30b7\u30d6\u306e\u85ac\u7269\u653e\u51fa\u7279\u6027\u306f\u3001ACS\u95a2\u9023\u526f\u4f5c\u7528\u4e88\u6e2c\u306b0\u4ee5\u4e0a\u306e\u5bc4\u4e0e\u304c\u3042\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2112.13210v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2112.13210v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 25 Dec 2021 09:00:08 GMT)<ul><li>\u533b\u85ac\u54c1\u306e\u526f\u4f5c\u7528\u4e88\u6e2c\u3067XAI\u304c\u6709\u7528\u3001\u73fe\u5728\u4f7f\u308f\u308c\u3066\u3044\u308b\u7d71\u8a08\u624b\u6cd5\u306b\u5bfe\u3057\u3066valuable addition\u306b\u306a\u308b\u3068\u3044\u3046\u5185\u5bb9\u306e\u8ad6\u6587\u3002MDI(Mean Decrease of Impurity)\u3068MDA(Mean Decrease in Accuracy)\u3001LIME\u3001SHAP\u3092\u6bd4\u8f03\u3057\u3066\u3044\u308b\u3002<ul><li>\u65e2\u5b58\u624b\u6cd5\u306e\u5b8c\u5168\u4ee3\u66ff\u306f\u7121\u7406\u3060\u3088\u306d\u3068\u3044\u3046\u306e\u306f\u7d0d\u5f97\u3002\u305d\u308c\u3068\u672c\u4ef6\u3067\u306f\u8aac\u660e\u5bfe\u8c61\u304c\u30c4\u30ea\u30fc\u7cfb\u624b\u6cd5\u3060\u304c\u3001\u305d\u306e\u4ed6\u306e\u624b\u6cd5\u3067\u3069\u3046\u306a\u308b\u304b\u3082\u8208\u5473\u304c\u3042\u308b\u3002<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1261\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u533b\u85ac\u54c1\u5b89\u5168\u6027\uff08\u526f\u4f5c\u7528\u4e88\u6e2c\uff09\u306e\u305f\u3081\u306eXAI&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[452,559],"class_list":["post-1261","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-xai","tag-559"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1261","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1261"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1261\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1261"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1261"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1261"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}